Jekyll2026-09-29T15:06:09+00:00https://lab.cjhuang.com/feed.xmlVDI LabClinical AI and quantitative imaging research across burn care, rhinoplasty, craniofacial and microsurgical reconstruction at Chang Gung Memorial Hospital, Linkou.NSTC funds orthognathic bad-split prediction project2026-09-15T00:00:00+00:002026-09-29T15:05:30+00:00https://lab.cjhuang.com/2026/09/15/nstc-orthognathicTaiwan’s National Science and Technology Council (NSTC) has funded our project on predicting unfavorable fractures (bad splits) in orthognathic surgery, with Dr. Huang as co-investigator.]]>chih-jung-huangPublic flap circulation demo released2026-06-07T00:00:00+00:002026-09-29T15:05:30+00:00https://lab.cjhuang.com/2026/06/07/flap-prediction-demoA second public demo classifies free-flap circulation from a photograph of the flap region, available on Hugging Face Spaces.
An earlier version was retired after we found data leakage across patients; the current model is trained and evaluated with patient-level splits.]]>chih-jung-huangPublic burn segmentation demo released2026-06-06T00:00:00+00:002026-09-29T15:05:30+00:00https://lab.cjhuang.com/2026/06/06/burn-segmentation-demoOur burn wound segmentation model is now available as a public demo on Hugging Face Spaces.
Upload a photograph to see the wound outlined by the model. The demo is a research prototype and is not intended for clinical use.]]>chih-jung-huang